{"id":"W4224324839","doi":"10.3389/fneur.2022.874701","title":"The Complex Relationship Between Cooling Parameters and Neuroprotection in a Model of Selective Hypothermia","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dartmouth General Hospital; London Health Sciences Centre; Health Sciences North","funders":"Heart and Stroke Foundation of Canada","keywords":"Hypothermia; Medicine; Neuroprotection; Anesthesia; Cohort; Nadir; Stroke (engine); Hyperthermia; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004587987,0.0000770311,0.0002373042,0.0002582708,0.00009199227,0.000002145204,0.00007361024,0.00005106661,0.000002230513],"category_scores_gemma":[0.0004588503,0.00006798021,0.00002247101,0.0003604408,0.0001959738,0.00002458689,0.00004907954,0.0006094581,1.211952e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005613643,"about_ca_system_score_gemma":0.00004160799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004072763,"about_ca_topic_score_gemma":0.00001372506,"domain_scores_codex":[0.9988143,0.0003768432,0.0002943334,0.0001935835,0.0001550913,0.0001657804],"domain_scores_gemma":[0.9992236,0.0004544922,0.0001166448,0.0001531087,0.00002024701,0.00003189363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125082,0.00002535101,0.9482846,0.0000128947,0.00001049479,0.000008427235,0.0005887766,0.04691279,0.0005857886,0.0001197343,0.0002459969,0.002080034],"study_design_scores_gemma":[0.001174073,0.0004108239,0.8316786,0.000004127281,0.00001660854,0.00002107506,0.000145289,0.1627067,0.00003131731,0.003636625,0.0001353621,0.00003940515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931391,0.0000928733,0.003404247,0.002584457,0.0001707465,0.0004899595,0.000003370023,0.00002318877,0.00009206063],"genre_scores_gemma":[0.9981515,0.000007869312,0.001218136,0.0004769852,0.00001947866,0.00006413739,0.000003639065,0.00002205103,0.00003624242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.116606,"threshold_uncertainty_score":0.2772152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04901739031323084,"score_gpt":0.2732081866526823,"score_spread":0.2241907963394514,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}